Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-19 0.255327 0.286009 0.320346 0.361903 0.411215 0.468341 0.540232
2025-01-26 0.216298 0.259422 0.312596 0.384302 0.480603 0.608760 0.798238
2025-02-02 0.198302 0.250531 0.319993 0.422377 0.575540 0.807497 1.211299
2025-02-09 0.181254 0.238092 0.318184 0.444909 0.652402 1.004932 1.723409
2025-02-16 0.166589 0.225703 0.312984 0.459496 0.718987 1.208950 2.376753
2025-02-23 0.151954 0.210832 0.300983 0.459653 0.759587 1.380399 3.094202
2025-03-02 0.134840 0.189953 0.276345 0.433212 0.743088 1.427214 3.535260
2025-03-09 0.123722 0.177061 0.262749 0.423578 0.756844 1.547881 4.326457
2025-03-16 0.114735 0.166563 0.251712 0.416520 0.773899 1.684776 5.356069
2025-03-23 0.109106 0.160900 0.248130 0.422911 0.822288 1.930757 7.267881
2025-03-30 0.100583 0.149660 0.233497 0.404885 0.808825 1.989937 8.381917
2025-04-06 0.092867 0.139193 0.219261 0.385692 0.788311 2.019625 9.430982
2025-04-13 0.086072 0.130118 0.207300 0.370941 0.779440 2.099930 11.236208
2025-04-20 0.084435 0.129877 0.211767 0.392647 0.875244 2.638565 19.881896
2025-04-27 0.084650 0.132894 0.222781 0.431478 1.037074 3.648623 49.405038
2025-05-04 0.082991 0.132343 0.226698 0.454580 1.163024 4.700352 128.778137
2025-05-11 0.080642 0.130285 0.227279 0.469580 1.270141 5.862023 420.954572
2025-05-18 0.077208 0.125892 0.222486 0.469736 1.324254 6.788875 1589.853521
2025-05-25 0.071849 0.117451 0.208321 0.442504 1.262261 6.674515 2550.929967
2025-06-01 0.068293 0.112289 0.200821 0.432587 1.268334 7.222937 16624.838392
2025-06-08 0.065225 0.107886 0.194599 0.425323 1.283714 7.930499 NaN
2025-06-15 0.063403 0.105807 0.193305 0.431901 1.363304 9.617345 NaN
2025-06-22 0.059949 0.100287 0.183870 0.413351 1.321424 9.694910 NaN